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C. Lawrence Zitnick

  1. VQA: Visual Question Answering
    2015/05/03 by Aishwarya Agrawal, Jiasen Lu, Agrawal, Aishwarya +11 · 359 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  2. CIDEr: Consensus-based Image Description Evaluation
    2014/11/20 by Ramakrishna Vedantam, Vedantam, Ramakrishna, C. Lawrence Zitnick +3 · 173 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  3. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary\n Visual Reasoning
    2016/12/20 by Justin Johnson, Johnson, Justin, Bharath Hariharan +10 · 163 citations
    Computer Science · #Multimodal Machine Learning Applications
  4. Microsoft COCO Captions: Data Collection and Evaluation Server
    2015/04/01 by Xinlei Chen, Chen, Xinlei, Hao Fang +11 · 126 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  5. The Open Molecules 2025 (OMol25) Dataset, Evaluations, and Models
    2025/05/13 by Daniel S. Levine, Muhammed Shuaibi, Levine, Daniel S. +43 · 6 voices · 23 citations
    #physics.chem-ph
  6. Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
    2021/04/05 by Alexander Rives, Joshua Meier, Tom Sercu +8 · 89 citations
    Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
  7. fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
    2018/11/21 by Jure Žbontar, Florian Knöll, Zbontar, Jure +47 · 56 citations
    Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero
    2019/02/12 by Yuandong Tian, Jerry Ma, Tian, Yuandong +11 · 1 voice · 6 citations
    Computer Science · Economics, Econometrics and Finance · #cs.AI #cs.LG #stat.ML
  9. Visual Storytelling
    2016/04/13 by Ting-Hao, Huang, Francis Ferraro +27 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  10. Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs
    2023/02/07 by Saro Passaro, C. Lawrence Zitnick, Passaro, Saro +1 · 23 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Medical Imaging and Analysis #3D Shape Modeling and Analysis
  11. Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models
    2024/10/16 by Luis Barroso-Luque, Muhammed Shuaibi, Barroso-Luque, Luis +15 · 42 citations
    Materials Science · #Machine Learning in Materials Science
  12. Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
    2025/02/17 by Xiang Fu, Brandon M. Wood, Fu, Xiang +11 · 1 voice · 44 citations
    #physics.comp-ph #cs.LG
  13. Generative Adversarial Transformers
    2021/03/01 by Drew A. Hudson, Hudson, Drew A., C. Lawrence Zitnick +1 · 1 voice · 6 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CL #cs.CV #cs.LG
  14. UMA: A Family of Universal Models for Atoms
    2025/06/30 by Brandon M. Wood, Wood, Brandon M., Misko Dzamba +33 · 47 citations
    Materials Science · Decision Sciences · Chemical Engineering · #Machine Learning in Materials Science #Scientific Computing and Data Management #Catalysis and Oxidation Reactions
  15. Human Attention in Visual Question Answering: Do Humans and Deep\n Networks Look at the Same Regions?
    2016/06/17 by Abhishek Das, Das, Abhishek, Harsh Agrawal +7 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  16. An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
    2020/10/14 by C. Lawrence Zitnick, Zitnick, C. Lawrence, Lowik Chanussot +32 · 6 citations
    Energy · Engineering · Materials Science · #Computational Engineering #Electrocatalysts for Energy Conversion #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fuel Cells and Related Materials #Hybrid Renewable Energy Systems #I.2.6 #J.2 #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #and Science (cs.CE)
  17. From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction
    2023/10/25 by Nima Shoghi, Adeesh Kolluru, Shoghi, Nima +9 · 9 citations
    Chemistry · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mass Spectrometry Techniques and Applications
  18. ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
    2021/03/02 by Weihua Hu, Muhammed Shuaibi, Hu, Weihua +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
  19. Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations
    2022/03/18 by Anuroop Sriram, Sriram, Anuroop, Abhishek Das +7 · 6 citations
    Materials Science · #Computational Physics (physics.comp-ph) #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
  20. Inside-Outside Net: Detecting Objects in Context with Skip Pooling and\n Recurrent Neural Networks
    2015/12/13 by Sean Bell, C. Lawrence Zitnick, Bell, Sean +5 · 4 citations
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. Creative Sketch Generation
    2020/11/19 by Songwei Ge, Ge, Songwei, Vedanuj Goswami +5 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
  22. GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil\n MRI Reconstruction
    2019/10/27 by Anuroop Sriram, Jure Žbontar, Sriram, Anuroop +9 · 2 citations
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  23. The Open DAC 2025 Dataset for Sorbent Discovery in Direct Air Capture
    2025/08/05 by Anuroop Sriram, Logan M. Brabson, Sriram, Anuroop +27 · 2 voices · 7 citations
    #cond-mat.mtrl-sci #cs.LG #physics.chem-ph
  24. Rotation Invariant Graph Neural Networks using Spin Convolutions
    2021/06/17 by Muhammed Shuaibi, Shuaibi, Muhammed, Adeesh Kolluru +11 · 2 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling #Advanced Graph Neural Networks